**Selected Publications:**

D. Ba, A. S. Dogra, et al., “**SHAPER: Can you hear the shape of a Jet**?”, *Journal of High Energy Physics* **2023**, 195, 2023

A. S. Dogra and W. T. Redman, “**Optimizing Neural Networks via Koopman Operator Theory**”, *Advances in Neural Information Processing Systems ***33** (*NeurIPS *2020).

Antti Vepsäläinen, et al., “**Impact of ionizing radiation on superconducting qubit coherence**”, *Nature* **584**, p.p. 551-556, 2020.

**Selected Lectures/Short Talks/Posters:**

A. S. Dogra, “**Some Mathe-Physical perspectives on deep learning**,” *Probability* *and Mathematical Physics overlay, International Congress of Mathematicians 2022, Helsinki *(28/06/22 - 07/07/22)

A. S. Dogra and W. T. Redman, “**Optimizing Neural Networks via Koopman Operator Theory**,” *Fields Institute for Research in Mathematical Sciences* (Nov 16, 2020)

**Journals/Conferences I have been invited to review for:**

IEEE Transactions on Pattern Analysis and Machine Intelligence

International Conference on Machine Learning (ICML)

Conference on Neural Information Processing Systems (NeurIPS)

IEEE/CAS Journal of Automatica Sinica

**Published work:**

[P. 8] D. Ba, A. S. Dogra, et al., “SHAPER: Can you hear the shape of a Jet?”, *Journal of High Energy Physics* 2023, 195 (2023)

[P. 7] William T. Redman, Tianlong Chen, Zhangyang Wang, Akshunna S. Dogra, "Universality of Winning Tickets: A Renormalization Group Perspective”, *Proceedings of the 39th International Conference on Machine Learning* (ICML 2022), PMLR Vol. 162, pp. 18483-18498, 2022.

[P. 6] M. Mattheakis, *et. al.*, “Hamiltonian neural networks for solving equations of motion”, *Physical Review E*, **105**, 065305 , 2022.

[P. 5] A. S. Dogra and W. T. Redman, “Optimizing Neural Networks via Koopman Operator Theory”, *Advances in Neural Information Processing Systems ***33*** *(*NeurIPS *2020), pp. 2087-2097, 2020.

[P. 4] Antti Vepsäläinen, et al., “Impact of ionizing radiation on superconducting qubit coherence”, *Nature ***584**, pp. 551-556, 2020.

[P. 3] A. S. Dogra, “Dynamical Systems and Neural Networks”, Proceedings of the Indian Society of Theoretical and Applied Mechanics (ISTAM), 2020

[P. 2] N. B. Budanur, A. S. Dogra, and B. Hof, “Geometry of transient chaos in streamwise-localized pipe flow turbulence”, *Physical Review Fluids*, vol. **4** (10), 2019.

[P. 1] A. S. Dogra, “Optimal Presentations of Mathematical Objects”, *Proceedings of the International Workshop for Young Mathematicians*, vol. **20/21**, 2019.

The entirety of my work is catalogued on arXiv